{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b180f117",
   "metadata": {},
   "outputs": [],
   "source": [
    "* python Web carwler\n",
    "* 2023.10.11\n",
    "* week06.数据实践-liepin"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ef752d2",
   "metadata": {},
   "source": [
    "# 上周内容\n",
    "## 数据整理\n",
    "* 1.创建表数据结构\n",
    "* 2.检查数据基本特征\n",
    "# 数据挖掘\n",
    "* 1.数据分析\n",
    "* 2."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea7f1885",
   "metadata": {},
   "source": [
    "# 本周内容（动态加载Ajax） 数据获取\n",
    "## 1.1 实践项目：liepin数据抓取\n",
    "> 1. 网站：liepin.com"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9299e6c4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 尝试 requests-html 获取页面数据\n",
    "from requests_html import HTMLSession\n",
    "\n",
    "session = HTMLSession()\n",
    "\n",
    "r = session.get(\"https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&sfrom=search_job_pc&ckId=xx06ftrdigbeujirt1qgqy6vvqaosrpb&scene=condition&skId=xx06ftrdigbeujirt1qgqy6vvqaosrpb&fkId=xx06ftrdigbeujirt1qgqy6vvqaosrpb&suggestId=\")\n",
    "news = r.html.find('h2.news_entry ')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7fb57ede",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.html.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6b0b479b",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = session.get('https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f470e461",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
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     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "611e6137",
   "metadata": {},
   "outputs": [
    {
     "ename": "JSONDecodeError",
     "evalue": "[Errno Expecting value] <!DOCTYPE html>\n<html lang=\"en\">\n<head>\n  \n    <!-- Google tag (gtag.js) -->\n    <script async src=\"https://www.googletagmanager.com/gtag/js?id=G-54YTJKWN86\"></script>\n    <script>\n        window.dataLayer = window.dataLayer || [];\n        function gtag(){dataLayer.push(arguments);}\n        gtag('js', new Date());\n\n        gtag('config', 'G-54YTJKWN86');\n    </script>\n\n  \n    <meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\"/>\n    <title>【深圳招聘信息_深圳人才网招聘信息】-猎聘</title>\n    <meta name=\"keywords\" content=\"深圳招聘信息,深圳人才信息,深圳人才招聘信息\" />\n    <meta name=\"description\" content=\"猎聘深圳招聘信息提供真实的深圳人才招聘信息，深圳招聘信息有超过10000多高薪人才招聘信息职位任你选，找深圳招聘信息就来深圳人才网招聘信息频道。\" />\n\n  \n  <meta name=\"applicable-device\" content=\"pc\">\n  <meta http-equiv=\"Cache-Control\" content=\"no-transform\" />\n  <meta http-equiv=\"Cache-Control\" content=\"no-siteapp\" />\n  \n    <meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\"/>\n    <meta http-equiv=\"x-dns-prefetch-control\" content=\"on\" />\n    <link rel=dns-prefetch href=\"//concat.lietou-static.com\" />\n    <link rel=dns-prefetch href=\"//image0.lietou-static.com\" />\n    <!-- 使360浏览器 默认启用极速内核 -->\n    <meta name=\"renderer\" content=\"webkit\">\n    <!-- 360以最高ie版本运行 -->\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\">\n    <link rel=\"preconnect\" href=\"//concat.lietou-static.com\" />\n    <link rel=\"preconnect\" href=\"//image0.lietou-static.com\" />\n    <link rel=\"icon\" href=\"https://concat.lietou-static.com/fe-www-pc/v6/static/images/favicon.e6edbc00.ico\" type=\"image/x-icon\"/>\n    <script crossorigin=\"anonymous\"  src=\"//concat.lietou-static.com/fe-lib-pc/v6/jquery/1.7.1/jquery.min.js\"></script>\n    <script src=\" //concat.lietou-static.com/fe-lib-pc/v6/femonitor/0.9.1/femonitor.min.5e335d71.js\"></script>\n    <!--[if lte IE 9]>\n    <script src=\"//concat.lietou-static.com/fe-c-pc/v6/static/js/html5shiv.js\"></script>\n    <script src=\"//concat.lietou-static.com/fe-c-pc/v6/static/js/unpack_files/console-polyfill.js\"></script>\n    <![endif]-->\n    <link rel=\"stylesheet\" href=\"//concat.lietou-static.com/fe-www-pc/v6/css/common.df444623.css\"/>\n\n  <!-- 待服务端联调时开启 -->\n  <link rel=\"stylesheet\" href=\"//concat.lietou-static.com/fe-www-pc/v6/css/pages/search-jobs.d46f4016.css\" />\n</head>\n\n<body>\n  <!-- header -->\n  \n    <section id='lp-seo-header-container'><header id=\"framework-pc-header-container\"><nav class=\"header-content-box\"><a id=\"header-logo-box\" href=\"https://www.liepin.com\" title=\"猎聘\"><img src=\"\" title=\"猎聘\" alt=\"\"/></a><a id=\"header-city-box\" style=\"display:none\" href=\"https://www.liepin.com/citylist/\" title=\"城市切换\"><div class=\"header-city-box\"><svg width=\"10\" height=\"10\" viewBox=\"0 0 10 10\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M5 .25a3.65 3.65 0 012.646 1.152 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     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mJSONDecodeError\u001b[0m                           Traceback (most recent call last)",
      "File \u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\requests\\models.py:910\u001b[0m, in \u001b[0;36mResponse.json\u001b[1;34m(self, **kwargs)\u001b[0m\n\u001b[0;32m    909\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 910\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m complexjson\u001b[38;5;241m.\u001b[39mloads(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtext, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m    911\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m JSONDecodeError \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m    912\u001b[0m     \u001b[38;5;66;03m# Catch JSON-related errors and raise as requests.JSONDecodeError\u001b[39;00m\n\u001b[0;32m    913\u001b[0m     \u001b[38;5;66;03m# This aliases json.JSONDecodeError and simplejson.JSONDecodeError\u001b[39;00m\n",
      "File \u001b[1;32m~\\AppData\\Roaming\\Python\\Python39\\site-packages\\simplejson\\__init__.py:514\u001b[0m, in \u001b[0;36mloads\u001b[1;34m(s, encoding, cls, object_hook, parse_float, parse_int, parse_constant, object_pairs_hook, use_decimal, allow_nan, **kw)\u001b[0m\n\u001b[0;32m    510\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\u001b[38;5;28mcls\u001b[39m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m encoding \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m object_hook \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m\n\u001b[0;32m    511\u001b[0m         parse_int \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m parse_float \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m\n\u001b[0;32m    512\u001b[0m         parse_constant \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m object_pairs_hook \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m    513\u001b[0m         \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m use_decimal \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m allow_nan \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m kw):\n\u001b[1;32m--> 514\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_default_decoder\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdecode\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    515\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mcls\u001b[39m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
      "File \u001b[1;32m~\\AppData\\Roaming\\Python\\Python39\\site-packages\\simplejson\\decoder.py:386\u001b[0m, in \u001b[0;36mJSONDecoder.decode\u001b[1;34m(self, s, _w, _PY3)\u001b[0m\n\u001b[0;32m    385\u001b[0m     s \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mstr\u001b[39m(s, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mencoding)\n\u001b[1;32m--> 386\u001b[0m obj, end \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraw_decode\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    387\u001b[0m end \u001b[38;5;241m=\u001b[39m _w(s, end)\u001b[38;5;241m.\u001b[39mend()\n",
      "File \u001b[1;32m~\\AppData\\Roaming\\Python\\Python39\\site-packages\\simplejson\\decoder.py:416\u001b[0m, in \u001b[0;36mJSONDecoder.raw_decode\u001b[1;34m(self, s, idx, _w, _PY3)\u001b[0m\n\u001b[0;32m    415\u001b[0m         idx \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m3\u001b[39m\n\u001b[1;32m--> 416\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mscan_once\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43midx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m_w\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43midx\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mend\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[1;31mJSONDecodeError\u001b[0m: Expecting value: line 1 column 1 (char 0)",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mJSONDecodeError\u001b[0m                           Traceback (most recent call last)",
      "Input \u001b[1;32mIn [10]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\requests\\models.py:917\u001b[0m, in \u001b[0;36mResponse.json\u001b[1;34m(self, **kwargs)\u001b[0m\n\u001b[0;32m    915\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m RequestsJSONDecodeError(e\u001b[38;5;241m.\u001b[39mmessage)\n\u001b[0;32m    916\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 917\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m RequestsJSONDecodeError(e\u001b[38;5;241m.\u001b[39mmsg, e\u001b[38;5;241m.\u001b[39mdoc, e\u001b[38;5;241m.\u001b[39mpos)\n",
      "\u001b[1;31mJSONDecodeError\u001b[0m: [Errno Expecting value] <!DOCTYPE html>\n<html lang=\"en\">\n<head>\n  \n    <!-- Google tag (gtag.js) -->\n    <script async src=\"https://www.googletagmanager.com/gtag/js?id=G-54YTJKWN86\"></script>\n    <script>\n        window.dataLayer = window.dataLayer || [];\n        function gtag(){dataLayer.push(arguments);}\n        gtag('js', new Date());\n\n        gtag('config', 'G-54YTJKWN86');\n    </script>\n\n  \n    <meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\"/>\n    <title>【深圳招聘信息_深圳人才网招聘信息】-猎聘</title>\n    <meta name=\"keywords\" content=\"深圳招聘信息,深圳人才信息,深圳人才招聘信息\" />\n    <meta name=\"description\" content=\"猎聘深圳招聘信息提供真实的深圳人才招聘信息，深圳招聘信息有超过10000多高薪人才招聘信息职位任你选，找深圳招聘信息就来深圳人才网招聘信息频道。\" />\n\n  \n  <meta name=\"applicable-device\" content=\"pc\">\n  <meta http-equiv=\"Cache-Control\" content=\"no-transform\" />\n  <meta http-equiv=\"Cache-Control\" content=\"no-siteapp\" />\n  \n    <meta http-equiv=\"Content-Type\" 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     ]
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "7920284f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6) AppleWebKit/603.3.8 (KHTML, like Gecko) Version/10.1.2 Safari/603.3.8', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': '*/*', 'Connection': 'keep-alive'}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.request.headers"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1ea7062",
   "metadata": {},
   "source": [
    "*无法请求到数据的原因\n",
    ">\n",
    "> 1.模拟真实用户代理\n",
    ">\n",
    "> 2.提供请求的参数(类比API)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "a754322f",
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (3132161739.py, line 1)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  Input \u001b[1;32mIn [13]\u001b[1;36m\u001b[0m\n\u001b[1;33m    liepin_headers =\u001b[0m\n\u001b[1;37m                    ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "liepin_headers =\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0b183e35",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload： "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ac638c2a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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